{"id":"W2901483884","doi":"10.1097/der.0000000000000412","title":"Skin Sensitization Induction Potential From Daily Exposure to Fragrances in Personal Care Products","year":2018,"lang":"en","type":"article","venue":"Dermatitis","topic":"Contact Dermatitis and Allergies","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cosmetics; Sensitization; Medicine; Cleanser; Skin care; Dermatology; Personal care; Local lymph node assay; Shampoo; Personal protective equipment; Toxicology; Skin sensitization; Coronavirus disease 2019 (COVID-19); Immunology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002604204,0.0005452795,0.0002263554,0.0007547562,0.0002881045,0.000681435,0.0004214259,0.0005143883,0.002805699],"category_scores_gemma":[0.001744851,0.0001355421,0.0007723368,0.0003185324,0.0003557532,0.0003775305,0.0005336778,0.0004556083,0.0003219598],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007310059,"about_ca_system_score_gemma":0.0003414757,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009511989,"about_ca_topic_score_gemma":0.001257214,"domain_scores_codex":[0.9979469,0.0006294995,0.0001207738,0.0002303895,0.0009698872,0.0001025739],"domain_scores_gemma":[0.9966962,0.001306781,0.001092859,0.0002099087,0.0005958163,0.00009834265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.002581144,0.001216234,0.5092703,0.002121742,0.000650352,0.0007314684,0.0006577433,0.007220643,0.3759781,0.0008022863,0.0006889138,0.09808118],"study_design_scores_gemma":[0.00007217433,0.01765766,0.5766552,0.0004819593,0.0008213132,0.005477649,0.0008239868,0.009258199,0.3816605,0.001239468,0.005785779,0.00006611774],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9866218,0.001569621,0.006674352,0.00008994864,0.00001086289,0.0002271127,0.0002937076,0.00005768903,0.004454881],"genre_scores_gemma":[0.9963529,0.0004268565,0.002386392,0.00004738037,0.000008580014,0.00003873946,0.0001644887,0.000006040277,0.0005685854],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002805699,"threshold_uncertainty_score":0.01377249,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008004637004578138,"score_gpt":0.2265110151103986,"score_spread":0.2185063781058205,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}